Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/www2010/paper/main/889> ?p ?o. }
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- 889 creator krysta-svore.
- 889 creator paul-n-bennett.
- 889 creator susan-dumais.
- 889 type InProceedings.
- 889 label "Classification-Enhanced Ranking".
- 889 sameAs 889.
- 889 abstract "Many have speculated that classifying web pages can improve a search engine's ranking of results relevant to a query. Intuitively results should be more relevant when they match the class of a query. We present a simple framework for classification-enhanced ranking that uses clicks in combination with the classification of web pages to derive a class distribution for the query. We then go on to define a variety of features that capture the match between the class distributions of a web page and a query, the ambiguity of a query, and the coverage of a retrieved result relative to a query's set of classes. Experimental results demonstrate that a ranker learned with these features significantly improves ranking over a competitive baseline. Furthermore, our methodology is agnostic with respect to the classification space, and therefore is general enough to be used as a mechanism to derive query classes for a variety of orthogonal taxonomies.".
- 889 hasAuthorList authorList.
- 889 isPartOf proceedings.
- 889 keyword "Query processing".
- 889 keyword "diversity".
- 889 keyword "ranking".
- 889 keyword "relevance".
- 889 keyword "retrieval".
- 889 title "Classification-Enhanced Ranking".